Several-IRM

Paper List

Invariant Risk Minimization

Invariant Risk Minimization, M Arjovsky, et al., 2019, arxiv

Invariant Risk Minimization Games, K Ahuja, et al., 2020, ICML

The Risks of Invariant Risk Minimization, E Rosenfeld, et al., 2021, ICLR

Empirical or Invariant Risk Minimization? A Sample Complexity Perspective, K Ahuja, et al., 2020, arxiv

Does Invariant Risk Minimization Capture Invariance?, P Kamath, et al., 2021, arxiv

Out-of-Distribution Prediction with Invariant Risk Minimization: The Limitation and An Effective Fix, R Guo, et al., 2021, arxiv

Nonlinear Invariant Risk Minimization: A Causal Approach, C Lu, et al., 2021, arxiv

Relevant

Shortcut Learning in Deep Neural Networks, R Geirhos, et al., 2020, Nature Machine Intelligence